A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Time Series Analysis: Forecasting and Control
Time Series Analysis: Forecasting and Control
Detecting and Browsing Events in Unstructured text
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
On the bursty evolution of blogspace
WWW '03 Proceedings of the 12th international conference on World Wide Web
On-line New Event Detection, Clustering, and Tracking TITLE2:
On-line New Event Detection, Clustering, and Tracking TITLE2:
Information diffusion through blogspace
Proceedings of the 13th international conference on World Wide Web
How to build a WebFountain: An architecture for very large-scale text analytics
IBM Systems Journal
Structure and evolution of blogspace
Communications of the ACM - The Blogosphere
A probabilistic approach to spatiotemporal theme pattern mining on weblogs
Proceedings of the 15th international conference on World Wide Web
Deriving wishlists from blogs show us your blog, and we'll tell you what books to buy
Proceedings of the 15th international conference on World Wide Web
Why we search: visualizing and predicting user behavior
Proceedings of the 16th international conference on World Wide Web
Topic sentiment mixture: modeling facets and opinions in weblogs
Proceedings of the 16th international conference on World Wide Web
BlogScope: spatio-temporal analysis of the blogosphere
Proceedings of the 16th international conference on World Wide Web
ARSA: a sentiment-aware model for predicting sales performance using blogs
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Show me the money!: deriving the pricing power of product features by mining consumer reviews
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Designing novel review ranking systems: predicting the usefulness and impact of reviews
Proceedings of the ninth international conference on Electronic commerce
BlogScope: a system for online analysis of high volume text streams
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Identifying the influential bloggers in a community
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Can blog communication dynamics be correlated with stock market activity?
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Journal of Information Science
Mining multi-faceted overviews of arbitrary topics in a text collection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
What should blog search look like?
Proceedings of the 2008 ACM workshop on Search in social media
Predicting the News of Tomorrow Using Patterns in Web Search Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Proceedings of the 18th international conference on World wide web
Supporting analysis of future-related information in news archives and the web
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Personalized Popular Blog Recommender Service for Mobile Applications
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Social Knowledge-Driven Music Hit Prediction
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
STORIES in Time: A Graph-Based Interface for News Tracking and Discovery
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Identifying Influential Bloggers: Time Does Matter
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Predicting the volume of comments on online news stories
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the 2nd ACM workshop on Social web search and mining
Aspects in Information Modelling and Knowledge Bases Research
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
The possibility of an epidemic meme analogy for web community population analysis
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Hierarchical clustering for topic analysis based on variable feature selection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
S-PLASA+: adaptive sentiment analysis with application to sales performance prediction
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Streaming first story detection with application to Twitter
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
From bursty patterns to bursty facts: The effectiveness of temporal text mining for news
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Context comparison of bursty events in web search and online media
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Extraction, characterization and utility of prototypical communication groups in the blogosphere
ACM Transactions on Information Systems (TOIS)
Group dynamics in discussing incidental topics over online social networks
IEEE Network: The Magazine of Global Internetworking
Leadership discovery when data correlatively evolve
World Wide Web
Patterns of temporal variation in online media
Proceedings of the fourth ACM international conference on Web search and data mining
Identifying representative reviewers in internet social media
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Journal of the American Society for Information Science and Technology
Personalized recommendation of popular blog articles for mobile applications
Information Sciences: an International Journal
Social media analytics: tracking, modeling and predicting the flow of information through networks
Proceedings of the 20th international conference companion on World wide web
Towards detecting influenza epidemics by analyzing Twitter messages
Proceedings of the First Workshop on Social Media Analytics
Individual behavior and social influence in online social systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Language model mixtures for contextual ad placement in personal blogs
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
ChronoSeeker: search engine for future and past events
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Manipulation of online reviews: An analysis of ratings, readability, and sentiments
Decision Support Systems
A straw shows which way the wind blows: ranking potentially popular items from early votes
Proceedings of the fifth ACM international conference on Web search and data mining
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Blog mining-review and extensions: "From each according to his opinion"
Decision Support Systems
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users
ACM Transactions on Intelligent Systems and Technology (TIST)
From user comments to on-line conversations
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting collective sentiment dynamics from time-series social media
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Categorization of sales patterns to use blog information as book sales prediction
Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business
How influential are you: detecting influential bloggers in a blogging community
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages
Language Resources and Evaluation
Predicting Stock Market Using Online Communities Raw Web Traffic
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A CRM system for social media: challenges and experiences
Proceedings of the 22nd international conference on World Wide Web
International Journal of Business Information Systems
ATT: analyzing temporal dynamics of topics and authors in social media
Proceedings of the 3rd International Web Science Conference
The impact of social and conventional media on firm equity value: A sentiment analysis approach
Decision Support Systems
Characterizing the life cycle of online news stories using social media reactions
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
A Meta-Analysis of State-of-the-Art Electoral Prediction From Twitter Data
Social Science Computer Review
Journal of Network and Computer Applications
Story graphs: Tracking document set evolution using dynamic graphs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
Mining influential bloggers: From general to domain specific, from explicit to implicit
International Journal of Knowledge-based and Intelligent Engineering Systems
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An increasing fraction of the global discourse is migrating online in the form of blogs, bulletin boards, web pages, wikis, editorials, and a dizzying array of new collaborative technologies. The migration has now proceeded to the point that topics reflecting certain individual products are sufficiently popular to allow targeted online tracking of the ebb and flow of chatter around these topics. Based on an analysis of around half a million sales rank values for 2,340 books over a period of four months, and correlating postings in blogs, media, and web pages, we are able to draw several interesting conclusions.First, carefully hand-crafted queries produce matching postings whose volume predicts sales ranks. Second, these queries can be automatically generated in many cases. And third, even though sales rank motion might be difficult to predict in general, algorithmic predictors can use online postings to successfully predict spikes in sales rank.